Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 1063 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 83.0 KiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Text | 1 |
Average_SAT_Score is highly overall correlated with Completion_Rate and 4 other fields | High correlation |
Completion_Rate is highly overall correlated with Average_SAT_Score and 4 other fields | High correlation |
In-State_Tuition is highly overall correlated with Average_SAT_Score and 3 other fields | High correlation |
Median_Earnings_10_Years_After is highly overall correlated with Average_SAT_Score and 4 other fields | High correlation |
Out-of-State_Tuition is highly overall correlated with Average_SAT_Score and 4 other fields | High correlation |
Pell_Grant_Rate is highly overall correlated with Average_SAT_Score and 3 other fields | High correlation |
Reproduction
| Analysis started | 2024-09-24 19:54:25.341549 |
|---|---|
| Analysis finished | 2024-09-24 19:54:31.884663 |
| Duration | 6.54 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
Admission_Rate
Real number (ℝ)
| Distinct | 973 |
|---|---|
| Distinct (%) | 91.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71292098 |
| Minimum | 0.0324 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0.0324 |
|---|---|
| 5-th percentile | 0.17787 |
| Q1 | 0.6123 |
| median | 0.7662 |
| Q3 | 0.876 |
| 95-th percentile | 0.9695 |
| Maximum | 1 |
| Range | 0.9676 |
| Interquartile range (IQR) | 0.2637 |
Descriptive statistics
| Standard deviation | 0.22342307 |
|---|---|
| Coefficient of variation (CV) | 0.31339107 |
| Kurtosis | 0.99987747 |
| Mean | 0.71292098 |
| Median Absolute Deviation (MAD) | 0.1204 |
| Skewness | -1.2075847 |
| Sum | 757.835 |
| Variance | 0.049917867 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 7 | 0.7% |
| 0.551 | 3 | 0.3% |
| 0.8055 | 3 | 0.3% |
| 0.5767 | 3 | 0.3% |
| 0.878 | 3 | 0.3% |
| 0.8448 | 2 | 0.2% |
| 0.5972 | 2 | 0.2% |
| 0.6839 | 2 | 0.2% |
| 0.8586 | 2 | 0.2% |
| 0.7532 | 2 | 0.2% |
| Other values (963) | 1034 |
| Value | Count | Frequency (%) |
| 0.0324 | 1 | |
| 0.0368 | 1 | |
| 0.0395 | 1 | |
| 0.0396 | 1 | |
| 0.0457 | 1 | |
| 0.0506 | 1 | |
| 0.0543 | 1 | |
| 0.057 | 1 | |
| 0.0635 | 1 | |
| 0.0638 | 1 |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 0.9992 | 1 | 0.1% |
| 0.9985 | 1 | 0.1% |
| 0.9955 | 1 | 0.1% |
| 0.995 | 1 | 0.1% |
| 0.9948 | 1 | 0.1% |
| 0.9947 | 1 | 0.1% |
| 0.9946 | 2 | 0.2% |
| 0.9945 | 1 | 0.1% |
| 0.9918 | 1 | 0.1% |
In-State_Tuition
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1014 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28344.663 |
| Minimum | 0 |
|---|---|
| Maximum | 68365 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7400.5 |
| Q1 | 11123.5 |
| median | 27140 |
| Q3 | 41593 |
| 95-th percentile | 61437.6 |
| Maximum | 68365 |
| Range | 68365 |
| Interquartile range (IQR) | 30469.5 |
Descriptive statistics
| Standard deviation | 17932.823 |
|---|---|
| Coefficient of variation (CV) | 0.63267018 |
| Kurtosis | -1.0650337 |
| Mean | 28344.663 |
| Median Absolute Deviation (MAD) | 15557 |
| Skewness | 0.42698209 |
| Sum | 30130377 |
| Variance | 3.2158614 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15140 | 6 | 0.6% |
| 7941 | 5 | 0.5% |
| 14340 | 5 | 0.5% |
| 15904 | 4 | 0.4% |
| 43670 | 3 | 0.3% |
| 41600 | 2 | 0.2% |
| 30680 | 2 | 0.2% |
| 19800 | 2 | 0.2% |
| 27000 | 2 | 0.2% |
| 8008 | 2 | 0.2% |
| Other values (1004) | 1030 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1008 | 1 | |
| 2960 | 1 | |
| 3165 | 1 | |
| 3336 | 1 | |
| 3356 | 1 | |
| 3475 | 1 | |
| 3483 | 1 | |
| 3906 | 1 | |
| 4304 | 1 |
| Value | Count | Frequency (%) |
| 68365 | 1 | |
| 66490 | 1 | |
| 66139 | 1 | |
| 65844 | 1 | |
| 65222 | 1 | |
| 65146 | 1 | |
| 65028 | 1 | |
| 64800 | 1 | |
| 64760 | 1 | |
| 64726 | 1 |
Out-of-State_Tuition
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1015 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32938.382 |
| Minimum | 0 |
|---|---|
| Maximum | 68365 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12575.7 |
| Q1 | 20963 |
| median | 31592 |
| Q3 | 41990 |
| 95-th percentile | 61437.6 |
| Maximum | 68365 |
| Range | 68365 |
| Interquartile range (IQR) | 21027 |
Descriptive statistics
| Standard deviation | 14716.264 |
|---|---|
| Coefficient of variation (CV) | 0.44678163 |
| Kurtosis | -0.61760567 |
| Mean | 32938.382 |
| Median Absolute Deviation (MAD) | 10528 |
| Skewness | 0.42254648 |
| Sum | 35013500 |
| Variance | 2.1656843 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24834 | 6 | 0.6% |
| 23602 | 5 | 0.5% |
| 21301 | 5 | 0.5% |
| 26370 | 4 | 0.4% |
| 27000 | 3 | 0.3% |
| 43670 | 3 | 0.3% |
| 25880 | 3 | 0.3% |
| 41600 | 2 | 0.2% |
| 32734 | 2 | 0.2% |
| 30680 | 2 | 0.2% |
| Other values (1005) | 1028 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1008 | 1 | |
| 4128 | 1 | |
| 4536 | 1 | |
| 5354 | 1 | |
| 5954 | 1 | |
| 6250 | 1 | |
| 6304 | 1 | |
| 7291 | 1 | |
| 7304 | 1 |
| Value | Count | Frequency (%) |
| 68365 | 1 | |
| 66490 | 1 | |
| 66139 | 1 | |
| 65844 | 1 | |
| 65222 | 1 | |
| 65146 | 1 | |
| 65028 | 1 | |
| 64800 | 1 | |
| 64760 | 1 | |
| 64726 | 1 |
Student_Size
Real number (ℝ)
| Distinct | 982 |
|---|---|
| Distinct (%) | 92.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5325.6096 |
| Minimum | 50 |
|---|---|
| Maximum | 57874 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 475.3 |
| Q1 | 1167.5 |
| median | 2344 |
| Q3 | 5971 |
| 95-th percentile | 21564.8 |
| Maximum | 57874 |
| Range | 57824 |
| Interquartile range (IQR) | 4803.5 |
Descriptive statistics
| Standard deviation | 7602.2776 |
|---|---|
| Coefficient of variation (CV) | 1.4274943 |
| Kurtosis | 9.7677507 |
| Mean | 5325.6096 |
| Median Absolute Deviation (MAD) | 1501 |
| Skewness | 2.8793538 |
| Sum | 5661123 |
| Variance | 57794624 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1115 | 5 | 0.5% |
| 662 | 3 | 0.3% |
| 2174 | 3 | 0.3% |
| 1401 | 3 | 0.3% |
| 245 | 3 | 0.3% |
| 1362 | 2 | 0.2% |
| 689 | 2 | 0.2% |
| 1512 | 2 | 0.2% |
| 1051 | 2 | 0.2% |
| 1307 | 2 | 0.2% |
| Other values (972) | 1036 |
| Value | Count | Frequency (%) |
| 50 | 1 | |
| 71 | 1 | |
| 76 | 1 | |
| 95 | 1 | |
| 102 | 1 | |
| 121 | 1 | |
| 149 | 1 | |
| 154 | 1 | |
| 162 | 1 | |
| 175 | 1 |
| Value | Count | Frequency (%) |
| 57874 | 1 | |
| 56792 | 1 | |
| 45140 | 1 | |
| 42213 | 1 | |
| 41417 | 1 | |
| 40980 | 1 | |
| 39277 | 1 | |
| 39021 | 1 | |
| 38438 | 1 | |
| 37979 | 1 |
Average_SAT_Score
Real number (ℝ)
HIGH CORRELATION
| Distinct | 445 |
|---|---|
| Distinct (%) | 41.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1172.492 |
| Minimum | 850 |
|---|---|
| Maximum | 1560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 850 |
|---|---|
| 5-th percentile | 971 |
| Q1 | 1079 |
| median | 1147 |
| Q3 | 1250 |
| 95-th percentile | 1472.9 |
| Maximum | 1560 |
| Range | 710 |
| Interquartile range (IQR) | 171 |
Descriptive statistics
| Standard deviation | 143.34507 |
|---|---|
| Coefficient of variation (CV) | 0.12225676 |
| Kurtosis | 0.10619354 |
| Mean | 1172.492 |
| Median Absolute Deviation (MAD) | 85 |
| Skewness | 0.6563899 |
| Sum | 1246359 |
| Variance | 20547.809 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1090 | 33 | 3.1% |
| 1050 | 28 | 2.6% |
| 1120 | 17 | 1.6% |
| 1150 | 15 | 1.4% |
| 1220 | 12 | 1.1% |
| 1190 | 11 | 1.0% |
| 1147 | 9 | 0.8% |
| 1110 | 9 | 0.8% |
| 1020 | 9 | 0.8% |
| 1089 | 8 | 0.8% |
| Other values (435) | 912 |
| Value | Count | Frequency (%) |
| 850 | 1 | |
| 862 | 1 | |
| 870 | 1 | |
| 871 | 1 | |
| 878 | 1 | |
| 887 | 1 | |
| 889 | 1 | |
| 890 | 1 | |
| 895 | 1 | |
| 896 | 1 |
| Value | Count | Frequency (%) |
| 1560 | 1 | 0.1% |
| 1554 | 1 | 0.1% |
| 1553 | 3 | |
| 1547 | 2 | 0.2% |
| 1546 | 5 | |
| 1540 | 2 | 0.2% |
| 1539 | 2 | 0.2% |
| 1533 | 1 | 0.1% |
| 1532 | 1 | 0.1% |
| 1527 | 2 | 0.2% |
Median_Earnings_10_Years_After
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1002 |
|---|---|
| Distinct (%) | 94.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58581.38 |
| Minimum | 0 |
|---|---|
| Maximum | 143372 |
| Zeros | 8 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 39208.2 |
| Q1 | 48786 |
| median | 55933 |
| Q3 | 65373 |
| 95-th percentile | 88658.9 |
| Maximum | 143372 |
| Range | 143372 |
| Interquartile range (IQR) | 16587 |
Descriptive statistics
| Standard deviation | 16234.801 |
|---|---|
| Coefficient of variation (CV) | 0.27713244 |
| Kurtosis | 4.1269938 |
| Mean | 58581.38 |
| Median Absolute Deviation (MAD) | 7754 |
| Skewness | 1.0152545 |
| Sum | 62272007 |
| Variance | 2.6356876 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 63435 | 19 | 1.8% |
| 0 | 8 | 0.8% |
| 73997 | 4 | 0.4% |
| 66125 | 4 | 0.4% |
| 84131 | 3 | 0.3% |
| 47384 | 2 | 0.2% |
| 58561 | 2 | 0.2% |
| 60249 | 2 | 0.2% |
| 45454 | 2 | 0.2% |
| 69020 | 2 | 0.2% |
| Other values (992) | 1015 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 21256 | 1 | 0.1% |
| 21790 | 1 | 0.1% |
| 27997 | 1 | 0.1% |
| 30626 | 1 | 0.1% |
| 30958 | 1 | 0.1% |
| 31902 | 1 | 0.1% |
| 31919 | 1 | 0.1% |
| 32275 | 1 | 0.1% |
| 32465 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 143372 | 1 | |
| 138687 | 1 | |
| 137047 | 1 | |
| 131426 | 1 | |
| 129455 | 1 | |
| 125557 | 1 | |
| 124080 | 1 | |
| 123938 | 1 | |
| 120959 | 1 | |
| 114862 | 1 |
Completion_Rate
Real number (ℝ)
HIGH CORRELATION
| Distinct | 981 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.60456388 |
| Minimum | 0.093 |
|---|---|
| Maximum | 0.9744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0.093 |
|---|---|
| 5-th percentile | 0.30841 |
| Q1 | 0.4849 |
| median | 0.605 |
| Q3 | 0.73115 |
| 95-th percentile | 0.89995 |
| Maximum | 0.9744 |
| Range | 0.8814 |
| Interquartile range (IQR) | 0.24625 |
Descriptive statistics
| Standard deviation | 0.17541679 |
|---|---|
| Coefficient of variation (CV) | 0.29015426 |
| Kurtosis | -0.4475251 |
| Mean | 0.60456388 |
| Median Absolute Deviation (MAD) | 0.123 |
| Skewness | -0.10421235 |
| Sum | 642.6514 |
| Variance | 0.030771049 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.684 | 3 | 0.3% |
| 0.4064 | 3 | 0.3% |
| 0.658 | 3 | 0.3% |
| 0.5547 | 3 | 0.3% |
| 0.5208 | 3 | 0.3% |
| 0.4588 | 2 | 0.2% |
| 0.78 | 2 | 0.2% |
| 0.7307 | 2 | 0.2% |
| 0.5263 | 2 | 0.2% |
| 0.87 | 2 | 0.2% |
| Other values (971) | 1038 |
| Value | Count | Frequency (%) |
| 0.093 | 1 | |
| 0.1014 | 1 | |
| 0.1244 | 1 | |
| 0.1613 | 1 | |
| 0.1623 | 1 | |
| 0.1745 | 1 | |
| 0.1815 | 1 | |
| 0.1827 | 1 | |
| 0.1836 | 1 | |
| 0.2016 | 1 |
| Value | Count | Frequency (%) |
| 0.9744 | 1 | |
| 0.9736 | 1 | |
| 0.9726 | 1 | |
| 0.9625 | 1 | |
| 0.9615 | 1 | |
| 0.9612 | 1 | |
| 0.9587 | 1 | |
| 0.9574 | 1 | |
| 0.9557 | 1 | |
| 0.9548 | 1 |
Pell_Grant_Rate
Real number (ℝ)
HIGH CORRELATION
| Distinct | 953 |
|---|---|
| Distinct (%) | 89.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30956369 |
| Minimum | 0 |
|---|---|
| Maximum | 0.8332 |
| Zeros | 6 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.13051 |
| Q1 | 0.21105 |
| median | 0.2966 |
| Q3 | 0.3862 |
| 95-th percentile | 0.5435 |
| Maximum | 0.8332 |
| Range | 0.8332 |
| Interquartile range (IQR) | 0.17515 |
Descriptive statistics
| Standard deviation | 0.13209031 |
|---|---|
| Coefficient of variation (CV) | 0.42669834 |
| Kurtosis | 0.84040594 |
| Mean | 0.30956369 |
| Median Absolute Deviation (MAD) | 0.0877 |
| Skewness | 0.74625693 |
| Sum | 329.0662 |
| Variance | 0.017447851 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | 0.6% |
| 0.3985 | 3 | 0.3% |
| 0.2135 | 3 | 0.3% |
| 0.3261 | 3 | 0.3% |
| 0.3921 | 3 | 0.3% |
| 0.1949 | 3 | 0.3% |
| 0.369 | 3 | 0.3% |
| 0.2933 | 3 | 0.3% |
| 0.215 | 2 | 0.2% |
| 0.1373 | 2 | 0.2% |
| Other values (943) | 1032 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.0625 | 1 | 0.1% |
| 0.0685 | 1 | 0.1% |
| 0.0736 | 1 | 0.1% |
| 0.0775 | 1 | 0.1% |
| 0.0916 | 1 | 0.1% |
| 0.0921 | 1 | 0.1% |
| 0.0932 | 1 | 0.1% |
| 0.0943 | 1 | 0.1% |
| 0.0952 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.8332 | 1 | |
| 0.8161 | 1 | |
| 0.804 | 1 | |
| 0.7632 | 1 | |
| 0.7487 | 1 | |
| 0.7338 | 1 | |
| 0.7299 | 1 | |
| 0.728 | 1 | |
| 0.7172 | 1 | |
| 0.6976 | 1 |
College_Name
Text
| Distinct | 1056 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
Length
| Max length | 65 |
|---|---|
| Median length | 50 |
| Mean length | 25.44873 |
| Min length | 11 |
Characters and Unicode
| Total characters | 27052 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1051 ? |
|---|---|
| Unique (%) | 98.9% |
Sample
| 1st row | Alabama A & M University |
|---|---|
| 2nd row | University of Alabama at Birmingham |
| 3rd row | University of Alabama in Huntsville |
| 4th row | Alabama State University |
| 5th row | The University of Alabama |
| Value | Count | Frequency (%) |
| university | 677 | 19.9% |
| college | 282 | 8.3% |
| of | 267 | 7.9% |
| state | 158 | 4.7% |
| the | 39 | 1.1% |
| at | 37 | 1.1% |
| saint | 28 | 0.8% |
| pennsylvania | 28 | 0.8% |
| campus | 26 | 0.8% |
| texas | 25 | 0.7% |
| Other values (979) | 1828 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2683 | 9.9% |
| i | 2515 | 9.3% |
| 2334 | 8.6% | |
| n | 1978 | 7.3% |
| t | 1953 | 7.2% |
| r | 1582 | 5.8% |
| s | 1503 | 5.6% |
| a | 1481 | 5.5% |
| o | 1477 | 5.5% |
| l | 1257 | 4.6% |
| Other values (49) | 8289 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 27052 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2683 | 9.9% |
| i | 2515 | 9.3% |
| 2334 | 8.6% | |
| n | 1978 | 7.3% |
| t | 1953 | 7.2% |
| r | 1582 | 5.8% |
| s | 1503 | 5.6% |
| a | 1481 | 5.5% |
| o | 1477 | 5.5% |
| l | 1257 | 4.6% |
| Other values (49) | 8289 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 27052 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2683 | 9.9% |
| i | 2515 | 9.3% |
| 2334 | 8.6% | |
| n | 1978 | 7.3% |
| t | 1953 | 7.2% |
| r | 1582 | 5.8% |
| s | 1503 | 5.6% |
| a | 1481 | 5.5% |
| o | 1477 | 5.5% |
| l | 1257 | 4.6% |
| Other values (49) | 8289 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 27052 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2683 | 9.9% |
| i | 2515 | 9.3% |
| 2334 | 8.6% | |
| n | 1978 | 7.3% |
| t | 1953 | 7.2% |
| r | 1582 | 5.8% |
| s | 1503 | 5.6% |
| a | 1481 | 5.5% |
| o | 1477 | 5.5% |
| l | 1257 | 4.6% |
| Other values (49) | 8289 |
| Admission_Rate | Average_SAT_Score | Completion_Rate | In-State_Tuition | Median_Earnings_10_Years_After | Out-of-State_Tuition | Pell_Grant_Rate | Student_Size | |
|---|---|---|---|---|---|---|---|---|
| Admission_Rate | 1.000 | -0.380 | -0.389 | -0.340 | -0.243 | -0.333 | 0.267 | 0.020 |
| Average_SAT_Score | -0.380 | 1.000 | 0.829 | 0.561 | 0.683 | 0.689 | -0.717 | 0.275 |
| Completion_Rate | -0.389 | 0.829 | 1.000 | 0.584 | 0.671 | 0.692 | -0.717 | 0.268 |
| In-State_Tuition | -0.340 | 0.561 | 0.584 | 1.000 | 0.504 | 0.900 | -0.444 | -0.254 |
| Median_Earnings_10_Years_After | -0.243 | 0.683 | 0.671 | 0.504 | 1.000 | 0.626 | -0.572 | 0.294 |
| Out-of-State_Tuition | -0.333 | 0.689 | 0.692 | 0.900 | 0.626 | 1.000 | -0.530 | -0.017 |
| Pell_Grant_Rate | 0.267 | -0.717 | -0.717 | -0.444 | -0.572 | -0.530 | 1.000 | -0.227 |
| Student_Size | 0.020 | 0.275 | 0.268 | -0.254 | 0.294 | -0.017 | -0.227 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Admission_Rate | In-State_Tuition | Out-of-State_Tuition | Student_Size | Average_SAT_Score | Median_Earnings_10_Years_After | Completion_Rate | Pell_Grant_Rate | College_Name | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.6840 | 10024 | 18634 | 5196 | 920.0 | 40628 | 0.2738 | 0.6536 | Alabama A & M University |
| 1 | 0.8668 | 8832 | 21216 | 12776 | 1291.0 | 54501 | 0.6353 | 0.3308 | University of Alabama at Birmingham |
| 3 | 0.7810 | 11878 | 24770 | 6985 | 1259.0 | 61767 | 0.6192 | 0.2173 | University of Alabama in Huntsville |
| 4 | 0.9660 | 11068 | 19396 | 3296 | 963.0 | 34502 | 0.2806 | 0.6976 | Alabama State University |
| 5 | 0.8006 | 11940 | 32300 | 31360 | 1304.0 | 59221 | 0.7250 | 0.1788 | The University of Alabama |
| 8 | 0.9223 | 9100 | 19348 | 3307 | 1051.0 | 44391 | 0.3577 | 0.4589 | Auburn University at Montgomery |
| 9 | 0.4374 | 12176 | 32960 | 25234 | 1292.0 | 65337 | 0.8082 | 0.1254 | Auburn University |
| 10 | 0.5717 | 21250 | 21250 | 968 | 1218.0 | 59481 | 0.6762 | 0.2268 | Birmingham-Southern College |
| 15 | 0.8241 | 23920 | 23920 | 1587 | 1021.0 | 43457 | 0.2595 | 0.4610 | Faulkner University |
| 22 | 0.6595 | 28350 | 28350 | 810 | 1086.0 | 49601 | 0.4735 | 0.3921 | Huntingdon College |
| Admission_Rate | In-State_Tuition | Out-of-State_Tuition | Student_Size | Average_SAT_Score | Median_Earnings_10_Years_After | Completion_Rate | Pell_Grant_Rate | College_Name | |
|---|---|---|---|---|---|---|---|---|---|
| 4408 | 0.6637 | 36100 | 36100 | 1058 | 1301.0 | 79878 | 0.5855 | 0.2327 | DigiPen Institute of Technology |
| 4481 | 0.8755 | 26505 | 26505 | 517 | 1120.0 | 97827 | 0.5684 | 0.6654 | Neumont College of Computer Science |
| 4482 | 0.7334 | 38442 | 38442 | 1140 | 1023.0 | 43418 | 0.5326 | 0.5428 | Johnson & Wales University-Charlotte |
| 4611 | 0.2041 | 20000 | 20000 | 208 | 1120.0 | 35933 | 0.2051 | 0.4444 | Visible Music College |
| 4696 | 0.7585 | 28425 | 28425 | 376 | 1356.0 | 0 | 0.6833 | 0.0000 | Patrick Henry College |
| 4712 | 0.4527 | 21690 | 21690 | 290 | 1302.0 | 58065 | 0.5696 | 0.2266 | The King's College |
| 4757 | 0.6603 | 0 | 0 | 3379 | 1000.0 | 66087 | 0.3081 | 0.5660 | Jersey College |
| 4822 | 0.7170 | 13464 | 13464 | 617 | 1190.0 | 69020 | 0.5408 | 0.3700 | University of Minnesota-Rochester |
| 4936 | 1.0000 | 18450 | 18450 | 50 | 954.0 | 34086 | 0.7407 | 0.3514 | Compass College of Film and Media |
| 4951 | 0.9609 | 9548 | 22764 | 6404 | 954.0 | 54338 | 0.3140 | 0.4914 | Texas A&M University-San Antonio |